Paper Citation Record · LEDGER

Chisme: Heterogeneity-Aware Gossip Learning

As of 17 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2505.09854.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.09854 v3

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:28:29.921682Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy14
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2444080f-ae16-4e1d-a45f-e1b17935990f · outbound

This paper cites Edge intelligence: Paving the last mile of artificial intelligence with edge computing,.

Chisme: Heterogeneity-Aware Gossip Learning Edge intelligence: Paving the last mile of artificial intelligence with edge computing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.439376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3742f2-b02f-4135-8465-ab8a14573495 · outbound

This paper cites The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research.

Chisme: Heterogeneity-Aware Gossip Learning The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.443995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b99cd39-257c-43d4-98ed-d4dd6430895f · outbound

This paper cites Overview of edge computing in the agricultural internet of things: Key technologies, applications, challenges,.

Chisme: Heterogeneity-Aware Gossip Learning Overview of edge computing in the agricultural internet of things: Key technologies, applications, challenges,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.448692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc75c564-9cca-489d-9365-5eef7e4ecc3f · outbound

This paper cites Smarter eco- cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review,.

Chisme: Heterogeneity-Aware Gossip Learning Smarter eco- cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.691589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 20756c2e-ca2f-4955-ada7-317219c8f36c · outbound

This paper cites Edge technologies for disaster management: A survey of social media and artificial intelligence integration,.

Chisme: Heterogeneity-Aware Gossip Learning Edge technologies for disaster management: A survey of social media and artificial intelligence integration,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.679800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 55915698-ccaf-4b3a-9c91-1deacd5615a6 · outbound

This paper cites Edge intelligence and internet of things in healthcare: A survey,.

Chisme: Heterogeneity-Aware Gossip Learning Edge intelligence and internet of things in healthcare: A survey,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.641011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c32870a4-9235-4b3d-8343-b16ca4a332c9 · outbound

This paper cites Mobile edge intelligence and computing for the internet of vehicles,.

Chisme: Heterogeneity-Aware Gossip Learning Mobile edge intelligence and computing for the internet of vehicles,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.467258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dafdcda-e01d-4576-b5e9-22d4fa429385 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Chisme: Heterogeneity-Aware Gossip Learning Communication-efficient learning of deep networks from decentralized data,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.470932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42dee31-5214-4ed8-973a-f4019da02f72 · outbound

This paper cites Gossip learning as a decen- tralized alternative to federated learning,.

Chisme: Heterogeneity-Aware Gossip Learning Gossip learning as a decen- tralized alternative to federated learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.536473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca8c9f8b-6a49-438d-affc-deb3eb7fd1a0 · outbound

This paper cites Learning in multiagent systems,.

Chisme: Heterogeneity-Aware Gossip Learning Learning in multiagent systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.524188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b23f0706-f688-432a-86ec-01f5b69137ca · outbound

This paper cites Local & federated learning at the network edge for efficient predictive analytics,.

Chisme: Heterogeneity-Aware Gossip Learning Local & federated learning at the network edge for efficient predictive analytics,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.511569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b654eea-1eff-42a3-91b7-9acec99162f2 · outbound

This paper cites Federated learning for smart healthcare: A survey,.

Chisme: Heterogeneity-Aware Gossip Learning Federated learning for smart healthcare: A survey,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.487077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0edd250-c336-4d57-9a64-ed2cbf44b617 · outbound

This paper cites Federated learning for internet of things: Recent advances, taxonomy, and open challenges,.

Chisme: Heterogeneity-Aware Gossip Learning Federated learning for internet of things: Recent advances, taxonomy, and open challenges,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.490678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11e3796-c484-4199-9b3e-7a9329345a08 · outbound

This paper cites Federated learning for internet of things: A comprehensive survey,.

Chisme: Heterogeneity-Aware Gossip Learning Federated learning for internet of things: A comprehensive survey,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.494777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4cebb95-4200-46db-867e-921e67725d22 · outbound

This paper cites Fully decentralized federated learning,.

Chisme: Heterogeneity-Aware Gossip Learning Fully decentralized federated learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.397831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f42515d1-4b47-4496-8add-f316a88bca2e · outbound

This paper cites Decentralized federated learning: Balancing communication and computing costs,.

Chisme: Heterogeneity-Aware Gossip Learning Decentralized federated learning: Balancing communication and computing costs,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.570056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 614e2ca0-bc59-4b3c-aba9-352106342383 · outbound

This paper cites Differentiating instruction in response to student readiness, interest, and learning profile in academically diverse classrooms: A review of literature,.

Chisme: Heterogeneity-Aware Gossip Learning Differentiating instruction in response to student readiness, interest, and learning profile in academically diverse classrooms: A review of literature,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.378975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1c545b7-22f4-4c66-93ed-eaa4eb446aab · outbound

This paper cites Client-edge-cloud hierarchical federated learning,.

Chisme: Heterogeneity-Aware Gossip Learning Client-edge-cloud hierarchical federated learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.708308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b25b5739-aee6-47e8-be27-2e7798ebbe56 · outbound

This paper cites Per- sonalized cross-silo federated learning on non-iid data,.

Chisme: Heterogeneity-Aware Gossip Learning Per- sonalized cross-silo federated learning on non-iid data,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.314743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b6be198b-4593-4253-88df-d49b24118260 · outbound

This paper cites Federated Learning with Personalization Layers.

Chisme: Heterogeneity-Aware Gossip Learning Federated Learning with Personalization Layers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.715732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa2eac5-a82c-4a47-a4da-9ca292df060d · outbound

This paper cites Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,.

Chisme: Heterogeneity-Aware Gossip Learning Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.721448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8f287c-c183-4bf8-8d1d-8e9844cf1020 · outbound

This paper cites Federated learning with incremental clustering for heterogeneous data,.

Chisme: Heterogeneity-Aware Gossip Learning Federated learning with incremental clustering for heterogeneous data,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.184058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 804a410b-2b8a-4371-8e62-4d52b39a8fd1 · outbound

This paper cites Like attracts like: Personalized federated learning in decentralized edge computing,.

Chisme: Heterogeneity-Aware Gossip Learning Like attracts like: Personalized federated learning in decentralized edge computing,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.085983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04c0c21e-532a-4204-bdb2-56d731a7e12d · outbound

This paper cites Gos- sip learning of personalized models for vehicle trajectory prediction,.

Chisme: Heterogeneity-Aware Gossip Learning Gos- sip learning of personalized models for vehicle trajectory prediction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.071512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a3a18e76-22b3-4d5c-b46b-08630dae8204 · outbound

This paper cites LEAF: A Benchmark for Federated Settings.

Chisme: Heterogeneity-Aware Gossip Learning LEAF: A Benchmark for Federated Settings

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.904942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40758ec0-ef3b-4751-86af-e3dd3a2ba82a · outbound

This paper cites Available data,.

Chisme: Heterogeneity-Aware Gossip Learning Available data,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.059243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49ac6769-26b8-4ba1-95a1-ac4adaf024c7 · outbound

This paper cites Gradient-based learning applied to document recognition,.

Chisme: Heterogeneity-Aware Gossip Learning Gradient-based learning applied to document recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.912872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ad4ae8-f2a0-4932-a24f-a251676d46bf · outbound

This paper cites A multi-step wind power group forecasting seq2seq architecture with spatial–temporal feature fusion and numerical weather prediction cor- rection,.

Chisme: Heterogeneity-Aware Gossip Learning A multi-step wind power group forecasting seq2seq architecture with spatial–temporal feature fusion and numerical weather prediction cor- rection,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:28:30.037335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f86589f7-31a3-4836-90ca-401a90a58466 · outbound

This paper cites Collective dynamics of ‘small- world’networks,.

Chisme: Heterogeneity-Aware Gossip Learning Collective dynamics of ‘small- world’networks,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:28:29.921682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.